Alternatives and similar repositories for U-Mamba

Users that are interested in U-Mamba are comparing it to the libraries listed below

• ge-xing / SegMamba
  SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
  ☆477Updated last month
• ziyangwang007 / Mamba-UNet
  Mamba-UNet Zoo
  ☆683Updated 11 months ago
• JCruan519 / VM-UNet
  (ARXIV24) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".
  ☆698Updated 3 months ago
• MrBlankness / LightM-UNet
  Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"
  ☆389Updated last year
• JiarunLiu / Swin-UMamba
  Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
  ☆324Updated last year
• CUHK-AIM-Group / U-KAN
  [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
  ☆450Updated 2 months ago
• YubiaoYue / MedMamba
  This is the official code repository for "MedMamba: Vision Mamba for Medical Image Classification"
  ☆499Updated 11 months ago
• Amshaker / unetr_plus_plus
  [IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation
  ☆468Updated last year
• wurenkai / UltraLight-VM-UNet
  [Patterns (Cell subsidiary journal)] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters fo…
  ☆301Updated last month
• OpenGVLab / SAM-Med2D
  Official implementation of SAM-Med2D
  ☆1,022Updated last year
• hitachinsk / SAMed
  The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"
  ☆558Updated last year
• NITR098 / Awesome-U-Net
  Official repo for Medical Image Segmentation Review: The Success of U-Net
  ☆339Updated 10 months ago
• YichiZhang98 / SAM4MIS
  [CIBM'24] Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary
  ☆997Updated this week
• tianrun-chen / xLSTM-UNet-PyTorch
  Replacing Mamba with xLSTM! It works better. We show that xLSTM-Unet can be an effective semantic segmentation backbone.
  ☆184Updated last year
• JJGO / UniverSeg
  UniverSeg: Universal Medical Image Segmentation
  ☆559Updated 2 years ago
• Beckschen / 3D-TransUNet
  This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"
  ☆276Updated last year
• yaoppeng / U-Net_v2
  ☆271Updated 5 months ago
• SLDGroup / EMCAD
  ☆256Updated last month
• kyegomez / VisionMamba
  Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Mod…
  ☆464Updated 2 weeks ago
• MIC-DKFZ / MedNeXt
  [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.
  ☆425Updated 9 months ago
• aimansnigdha / Ambiguous-Medical-Image-Segmentation-using-Diffusion-Models
  Accepted in CVPR 2023
  ☆210Updated 2 years ago
• YaoleiQi / DSCNet
  Pytorch Implement of Dynamic Snake Convolution (ICCV2023)
  ☆498Updated 3 weeks ago
• Ruixxxx / Awesome-Vision-Mamba-Models
  [Official Repo] Visual Mamba: A Survey and New Outlooks
  ☆700Updated 6 months ago
• Project-MONAI / research-contributions
  Implementations of recent research prototypes/demonstrations using MONAI.
  ☆1,140Updated 3 months ago
• jeya-maria-jose / UNeXt-pytorch
  Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022
  ☆540Updated last year
• MASILab / 3DUX-Net
  ☆275Updated 2 years ago
• WZH0120 / SAM2-UNet
  [ICCVW 2025] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
  ☆401Updated 3 weeks ago
• xianlin7 / SAMUS
  ☆231Updated 4 months ago
• SuperMedIntel / Medical-SAM2
  Medical SAM 2: Segment Medical Images As Video Via Segment Anything Model 2
  ☆804Updated 7 months ago
• RazvanDu / DUCK-Net
  Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )
  ☆121Updated last year